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Related Questions
- How does gradient-based optimization contribute to the forgetting problem in large language models (LLMs)?
- What are the key factors that influence the forgetting problem in LLMs, and how does gradient-based optimization play a role?
- Can you explain how the forgetting problem in LLMs is related to the vanishing gradient problem, and how gradient-based optimization affects it?
- How do different optimization algorithms, such as stochastic gradient descent (SGD) and Adam, impact the forgetting problem in LLMs?
- What are some strategies for mitigating the forgetting problem in LLMs, and how do they relate to gradient-based optimization?
- Can you discuss the relationship between the forgetting problem and catastrophic forgetting in LLMs, and how gradient-based optimization contributes to it?
- How does the forgetting problem in LLMs affect their ability to learn and adapt to new tasks, and what implications does this have for their practical applications?
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